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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Healthcare Systems and Challenges
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

482 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
482 works in the cohort · of 4,299,418page 1 of 10

Labels cover 3 of 482 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 482 of 482 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Universities and tobacco money
2001· editorial· en· BMJ· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
942
citations
affaboutunlabeled
Neoliberalism and health care
2001· article· en· International Journal of Consumer Studies· Health Professions
distilled prediction:candidate · noneconsensus · none
311
citations
affunlabeled
Gender Parity in Critical Care Medicine
2017· review· en· American Journal of Respiratory and Critical Care Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
99
citations
affaboutunlabeled
“We Inform the Experience of Health”
2013· article· en· Qualitative Health Research· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
16
citations
aboutno affunlabeled
Patients, consumers and civil society
2008· book-chapter· en· Advances in medical sociology· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
15
citations
affunlabeled
Tuskegee and the Health of Black Men
2016· preprint· en· National Bureau of Economic Research· Health Professions
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Patient Selection
2002· article· en· Aesthetic Plastic Surgery· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
13
citations
venueno affunlabeled
Doctors crossing borders: Europe's new reality
2009· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
10
citations
aboutno affunlabeled
What is the future for the tobacco industry?
2000· letter· en· Tobacco Control· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
7
citations
affvenueaboutunlabeled
Organ transplants drop dramatically during pandemic
2020· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
7
citations
venueno affunlabeled
Does shaming have a place in public health?
2021· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
6
citations
affunlabeled
Credentialing micro credentials
2025· article· en· Journal of Teaching and Learning for Graduate Employability· Health Professions
distilled prediction:candidate · sts+research_integrityconsensus · none
6
citations
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